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Defog vs Naetive Origin

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Defog compared with Naetive Origin
DetailDefog logo DefogNaetive Origin logo Naetive Origin
What it doesAI data analyst for enterprise data analysis A shared understanding of your software project, grounded in the code and inherited by every AI agent you connect
StageNot given MVP
FoundedNot given Not given
Based inNot given Not given
Pricing modelNot given Free trial
PricingEnterprise (Cloud Hosted): $5,000/month with 20,000+ queries/month, one-click Docker deployment, SSO authentication, custom AI tools, white glove onboarding, priority support, up to 200 queries/minute, and SLA/MSA/DPA available. Enterprise (Self-hosted): Annual commitment required, includes everythi Free during closed beta. After beta: £19/month for Early Access subscribers, with price locked in for the lifetime of continuous subscription.
Key features
  • Support for Postgres, Snowflake, SQL Server, MySQL and other structured databases
  • Connect SaaS tools and ask questions across multiple sources
  • Import and work with CSV and Excel files
  • Auto-visualization and result saving
  • Desktop app, Slack bot, Docker deployment and cloud marketplace options
  • Deterministic security filters against prompt injections
  • Self-hostable on own infrastructure
  • Learn from feedback and adapt responses
  • Multi-step reasoning for complex questions
  • Statistical analysis and custom analysis tools
  • One understanding shared across Claude, Claude Code, ChatGPT and Codex over MCP
  • Claims grounded in the code, with evidence, re-checked when the code changes
  • Portable .naetive folder that travels with the repository
  • Reviews, questions and handoffs between agents, addressed by name
  • Work view showing what every agent is doing and what is waiting
  • Chats beside the project, pinned, with one history across computers
  • Platform terminal and agent continuity
  • Roadmap with Now, Next and Later streams
What makes it different
  • Powered by SQLCoder, the most accurate text-to-SQL model
  • Data never leaves your servers with privacy-first design
  • Consistently deterministic results for the same question
  • Learns and adapts to user feedback in real-time
  • Deploy in 5 minutes with multiple deployment options
  • Agents ask each other directly by name without copy-pasting between windows
  • Understanding outlives chat sessions and is inherited by every new agent
  • Every claim cites the code that backs it, with evidence reviewable by the developer
  • Travels with repository as a plain .naetive folder that fresh clones inherit
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)59 −1 (down) since last checkNot checked yet no change since last check
Trust Flow (Majestic)103
Citation Flow (Majestic)3324
Referring domains (Majestic)3198

4 details filled in for both companies.

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